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• Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
  2022 · 6 citations
• Model-Based Reinforcement Learning with Isolated Imaginations
  2023 · 5 citations
• Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering
  2019 · 2 citations
• Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
  2025
• Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization
  2025
• ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting
  2024
• Continual Visual Reinforcement Learning with A Life-Long World Model
  2023
• Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
  2023
• Model-Based Reinforcement Learning with Multi-Task Offline Pretraining
  2023